Period
to 18 August 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 18 August 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 121 94 96
Rank change year-on-year -27 +2 +7
Contract jobs citing Data Management 22 34 59
As % of all contract IT jobs advertised in Leeds 0.88% 1.59% 1.98%
As % of the Processes & Methodologies category 0.98% 1.79% 2.19%
Number of daily rates quoted 14 39 35
Leeds median daily rate £438 £425 £485
Median daily rate % change year-on-year +2.94% -12.37% +5.43%
10th Percentile £239 £247 £400
90th Percentile £646 £615 £583
West Yorkshire median daily rate £440 £425 £455
% change year-on-year +3.53% -6.59% +7.06%
Number of hourly rates quoted 2 0 0
Leeds median hourly rate £17.00 - -
West Yorkshire median hourly rate £17.00 - -

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 2,248 1,902 2,691
As % of all contract IT jobs advertised in Leeds 90.14% 88.75% 90.33%
Number of daily rates quoted 1,575 1,332 1,890
Leeds median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +10.34%
10th Percentile £313 £281 £300
90th Percentile £550 £550 £575
West Yorkshire median daily rate £413 £400 £400
% change year-on-year +3.13% - +11.11%
Number of hourly rates quoted 40 18 41
Leeds median hourly rate £17.50 £16.50 £13.00
Median hourly rate % change year-on-year +6.06% +26.92% -5.78%
10th Percentile £11.18 £11.92 £10.20
90th Percentile £41.35 £41.45 £30.75
West Yorkshire median hourly rate £17.41 £13.93 £13.50
% change year-on-year +24.98% +3.19% -11.48%

Data Management
Job Vacancy Trend in Leeds

Job postings citing Data Management as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Management in Leeds

Data Management
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Leeds.

Contractor daily rate trend for Data Management in Leeds

Data Management
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Management in Leeds over the 6 months to 18 August 2018.

Contractor daily rate histogram for Data Management in Leeds

Data Management
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Leeds.

Contractor hourly rate trend for Data Management in Leeds

For the 6 months to 18 August 2018, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Leeds region with a requirement for Data Management.

1 8 (36.36%) Management Information System
2 7 (31.82%) Agile Software Development
3 5 (22.73%) Data Modelling
3 5 (22.73%) Python
3 5 (22.73%) Data Governance
4 4 (18.18%) Big Data
4 4 (18.18%) Data Architecture
4 4 (18.18%) Business Intelligence
4 4 (18.18%) Finance
4 4 (18.18%) Data Warehouse
4 4 (18.18%) Metadata Management
4 4 (18.18%) Analytical Skills
4 4 (18.18%) People Management
5 3 (13.64%) Relational Database
5 3 (13.64%) Mentoring
5 3 (13.64%) Continuous Improvement
5 3 (13.64%) Project Management
5 3 (13.64%) GIS
5 3 (13.64%) Information Security
5 3 (13.64%) Microsoft
5 3 (13.64%) ETL
5 3 (13.64%) Oracle
5 3 (13.64%) OLAP
5 3 (13.64%) Microsoft Office
5 3 (13.64%) Data Quality
5 3 (13.64%) Waterfall
6 2 (9.09%) Visualisation
6 2 (9.09%) NoSQL
6 2 (9.09%) Data Visualisation
6 2 (9.09%) Hortonworks

Data Management
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (9.09%) ArcGIS
2 1 (4.55%) Confluence
2 1 (4.55%) OpenStack
2 1 (4.55%) SAS
2 1 (4.55%) SharePoint
Applications
1 3 (13.64%) Microsoft Office
Cloud Services
1 2 (9.09%) Cloud Computing
2 1 (4.55%) Amazon AWS
2 1 (4.55%) Amazon S3
2 1 (4.55%) GitHub
2 1 (4.55%) IaaS
2 1 (4.55%) PaaS
2 1 (4.55%) SaaS
Database & Business Intelligence
1 4 (18.18%) Big Data
1 4 (18.18%) Data Warehouse
2 3 (13.64%) GIS
2 3 (13.64%) OLAP
2 3 (13.64%) Relational Database
3 2 (9.09%) NoSQL
3 2 (9.09%) PostgreSQL
3 2 (9.09%) QGIS
3 2 (9.09%) Semantic Layer
3 2 (9.09%) Spatial Data
3 2 (9.09%) SQL Server
4 1 (4.55%) Amazon Aurora
4 1 (4.55%) BusinessObjects
4 1 (4.55%) BusinessObjects Web Intelligence
4 1 (4.55%) Data Lake
4 1 (4.55%) MongoDB
4 1 (4.55%) Pentaho
4 1 (4.55%) SAP Data Services
4 1 (4.55%) Snowflake Schema
Development Applications
1 1 (4.55%) Artifactory
1 1 (4.55%) Git (software)
1 1 (4.55%) Jenkins
1 1 (4.55%) JIRA
1 1 (4.55%) Moq
1 1 (4.55%) NUnit
General
1 4 (18.18%) Finance
2 2 (9.09%) Legal
2 2 (9.09%) Retail
3 1 (4.55%) Banking
3 1 (4.55%) Retail Banking
Job Titles
1 4 (18.18%) Analyst
1 4 (18.18%) Architect
1 4 (18.18%) Developer
2 2 (9.09%) Business Architect
2 2 (9.09%) Business Intelligence Architect
2 2 (9.09%) Data Analyst
2 2 (9.09%) Data Engineer
2 2 (9.09%) GIS Specialist
2 2 (9.09%) Governance Analyst
2 2 (9.09%) Salesforce Developer
2 2 (9.09%) Senior Data Engineer
3 1 (4.55%) C# .NET Developer
3 1 (4.55%) CISSP Manager
3 1 (4.55%) Data Manager
3 1 (4.55%) Data Quality Manager
3 1 (4.55%) DevOps Engineer
3 1 (4.55%) SharePoint Analyst
3 1 (4.55%) TOGAF Architect
3 1 (4.55%) Transformation Manager
3 1 (4.55%) WebOps Engineer
Libraries, Frameworks & Software Standards
1 2 (9.09%) .NET
1 2 (9.09%) PostGIS
2 1 (4.55%) AngularJS
2 1 (4.55%) ASP.NET
2 1 (4.55%) ASP.NET Web API
2 1 (4.55%) JSON
2 1 (4.55%) RESTful
2 1 (4.55%) Twitter Bootstrap
Miscellaneous
1 8 (36.36%) Management Information System
2 4 (18.18%) Analytical Skills
3 2 (9.09%) User Experience
4 1 (4.55%) Credit Risk
4 1 (4.55%) Data Structures
4 1 (4.55%) Distributed Denial-of-Service
4 1 (4.55%) Mobile App
4 1 (4.55%) NHS
Operating Systems
1 2 (9.09%) Unix
2 1 (4.55%) Linux
Processes & Methodologies
1 7 (31.82%) Agile Software Development
2 5 (22.73%) Data Governance
2 5 (22.73%) Data Modelling
3 4 (18.18%) Business Intelligence
3 4 (18.18%) Data Architecture
3 4 (18.18%) Metadata Management
3 4 (18.18%) People Management
4 3 (13.64%) Continuous Improvement
4 3 (13.64%) ETL
4 3 (13.64%) Information Security
4 3 (13.64%) Mentoring
4 3 (13.64%) Project Management
4 3 (13.64%) Waterfall
5 2 (9.09%) Asset Management
5 2 (9.09%) Data Integration
5 2 (9.09%) Data Protection
5 2 (9.09%) Data Visualisation
5 2 (9.09%) ISMS
5 2 (9.09%) Open Source
5 2 (9.09%) Visualisation
Programming Languages
1 5 (22.73%) Python
2 2 (9.09%) C#
2 2 (9.09%) SQL
3 1 (4.55%) Apex Code
3 1 (4.55%) Bash Shell
3 1 (4.55%) Java
3 1 (4.55%) JavaScript
3 1 (4.55%) Objective-C
3 1 (4.55%) Shell Script
3 1 (4.55%) Smalltalk
Qualifications
1 2 (9.09%) CISM
1 2 (9.09%) CISSP
2 1 (4.55%) CCDP
2 1 (4.55%) CCNP
2 1 (4.55%) Chartered Engineer
2 1 (4.55%) Cisco Certification
2 1 (4.55%) CISMP
2 1 (4.55%) CRISC
2 1 (4.55%) PRINCE2 Certification
2 1 (4.55%) SC Cleared
2 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 3 (13.64%) Data Quality
2 2 (9.09%) ISO/IEC 27005
2 2 (9.09%) QA
3 1 (4.55%) GDPR
3 1 (4.55%) ISO/IEC 27001
3 1 (4.55%) PMO
3 1 (4.55%) SLA
System Software
1 1 (4.55%) KVM
1 1 (4.55%) QEMU
1 1 (4.55%) VMware Infrastructure
Systems Management
1 1 (4.55%) Opscode Chef
1 1 (4.55%) Puppet
Vendors
1 3 (13.64%) Microsoft
1 3 (13.64%) Oracle
2 2 (9.09%) Cloudera
2 2 (9.09%) ESRI
2 2 (9.09%) Hortonworks
2 2 (9.09%) Salesforce.com
3 1 (4.55%) Cisco
3 1 (4.55%) SAP
3 1 (4.55%) VMware